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Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3 , Daniel Brown 2,3 , Chris Eyles 1,4, Barry Kellett 1 , Glenn White 1,5 , Bruce Swinyard 1 1 STFC/Rutherford Appleton Laboratory 2 Aberystwyth University 3 Now at: University of Central Lancashire 4 Laboratorio de Procesado de Imagenes 5 The Open University

Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

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Page 1: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Determination of the photometric calibration and the large-scale

flatfield of the STEREO Heliospheric Imagers: I. HI-1

Danielle Bewsher1,2,3, Daniel Brown2,3, Chris Eyles 1,4, Barry Kellett1, Glenn White1,5, Bruce Swinyard1

1 STFC/Rutherford Appleton Laboratory2 Aberystwyth University3 Now at: University of Central Lancashire4 Laboratorio de Procesado de Imagenes5 The Open University

Page 2: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Introduction

• Nominal HI-1 FOV is circular• All pre-flight calibrations optimised for

circular FOV• However, CCDs are square• Usable response in corners• Not calibrated prior to launch

Page 3: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Pre-launch calibration

• Large-scale flatfield calibrated using response to light source

• Test configuration only permitted calibration source to be scanned along single axis• No information about corners• Axial symmetry assumed – does it

hold?

Page 4: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Why do we need accurate large-scale

flatfield?• Lightcurve of binary

system HD22766• Passes across upper part

of HI-1A FOV

• Variation in intensity due to eclipses of stars in binary system

• Effect of non-optimised flatfield seen as large-scale variation across CCD

Page 5: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Method

• Make prediction for intensity of star• Compare with measured intensity of star• Then ratio of 2 values will give correction factor• Correction factors across CCD give flatfield• How do we predict intensity of star?

Page 6: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Method – Predicting stellar intensity

• When star’s stellar spectral type known & spectrum available in Pickles (1998), fold spectrum through HI-1 response function

• When spectral type not known or not available, use ‘colour mixing’ approach• Map R-, V-, B-magnitudes to HI-1 magnitude scale defined by spectral

folding

• When spectral type is known, but does not have an exact match in Pickles (1998), but has close match, both spectral folding and colour mixing carried out. Use ‘best’ method

Page 7: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Method: Calculating large-scale flatfield

• All stars in HI-1 FOV used to determine flatfield• Where multiple stars cross same pixel, resistant

mean of ratio values used• Errors in measured & predicted intensities give a

‘noisy’ initial map• Further processing eliminates small-scale

variation, leaving large-scale flatfield

Page 8: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Results: Predicting stellar intensity – spectrum folding

Measured stellar intensity (DN s-1) vs predicted stellar intensity (DN s-1) from spectrum folding for HI-1A (left) and HI-1B (right).

Page 9: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Results: Predicting intensity – spectrum folding

• Ideally predicted and observed intensities should be 1:1

• Reality is close• µ = 0.93 for HI-1A• µ = 0.98 for HI-1B

• Predicted intensity slightly too high• Brightest stars may be saturated, hence measured

intensity too low

Page 10: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Results: Predicting stellar intensity – spectrum folding

Measured stellar intensity (DN s-1) versus HI magnitude (mHI) for HI-1A (left) and HI-1B (right)

Page 11: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Results: HI magnitude scale• HI magnitude scale, mHI defined as

010log5.2

F

ImHI • Where

• I is the measured intensity• µ is the conversion factor between the

predicted and measured stellar intensity

• F0 is the predicted intensity of a reference star

• Calculated by folding a Vega-like spectrum through instrument response

• F0 = 103968 DN s-1 for HI-1A

• F0 = 97026 DN s-1 for HI-1B

Page 12: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Results: Predicting stellar intensity – colour mixing

Measured stellar intensity (DN s-1) versus HI magnitude (mHI) from colour mixing for HI-1A (left) and HI-1B (right)

Page 13: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Results: Large-scale flatfield

Surface plots of nominal & optimised large-scale flatfield for HI-1A (top left & right) and HI-1B (bottom left & right)

Page 14: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Results: Stellar Lightcurves

Lightcurves of binary system HD22766 with nominal pre-flight & optimised flatfield for HI-1A (top left & right) and HI-1B (bottom left & right)

Page 15: Determination of the photometric calibration and the large-scale flatfield of the STEREO Heliospheric Imagers: I. HI-1 Danielle Bewsher 1,2,3, Daniel Brown

Conclusions• Have presented the methodology for

determining large-scale flatfield using variation in intensity of background starfield as it tracks across CCD

• Photometric calibration to predict stellar intensities using spectrum folding & colour mixing determined

• Flatfields will be included in secchi_prep